2026
Inho Lee, Yunsick Sung, "ActionRAG: Constraint-Aware Action Retrieval for Large Action Models," in Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), Budapest, Hungary, October 24-29, 2026, In press
Yipene Cedric Francois Bassole, Yunsick Sung, “Big Data-Driven Multi-Constraint Learning for Adaptive Safe Driving Control,” Mathematics, Vol. 14, Issue 15, No. 2810, 2026. (SCIE, Q1)
Hanha Yoo, Yunsick Sung, "L-DGC: LLM-Based Dance Generative Control," Applied Science, Vol. 16, Issue 13, No. 6825, 2026. (SCIE, Q2)
Jeonghyeon Im, Shuyu Li, Dooho Choi, Yunsick Sung, “MidiFill: Text-Conditioned Symbolic Music Infilling,” in Proceedings of the Korean Society for Music Informatics(KSMI), 2026.
Yipene Cedric Francois Bassole, Sungwoo Kim, Jiwoo Jung, Yunsick Sung, "HybridDriveVLA: Vision-Language-Action Model with Visual CoT Reasoning and ToT Evaluation for Autonomous Driving," in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Denver, USA, June 3-7, 2026.
Bonwoo Gu, Jinseok Oh, Yunsick Sung, “Agent-Specific Prompt Engineering for LLM-Guided RL Exploration,” IEEE Access, Vol. 14, pp. 60963-60983, 2026. (SCIE, Q1)
Yongphil Seo, Yunsick Sung, "Enhanced Random Ensemble Mixture: Weight Referring and Merging," Applied Science, Vol. 16, Issue 4, No. 1738, 2026. (SCIE)
Youngmin Ji, Inho Lee, Yunsick Sung, "Keyword-Centered Rescheduling for LLM Agents," Cognitive Computation, Vol. 18, No. 17, 2026. (SCIE, Q1)
Shuyu Li, Dooho Choi, Yunsick Sung, "MIDILM: A Dual-Path Model for Controllable Text-to-MIDI Generation,” in Proceedings of the AAAI Conference on Artificial Intelligence, Singapore, February 20-27, 2026.
Sungwon Cho, Youngmin Ji, Yunsick Sung, "Extroversion-Introversion Rescheduler in Generative Agent via Few-Shot Prompting," Applied Science, Vol. 16, Issue 2, No. 883, 2026. (SCIE, Undergraduate Students)
Jiwoo Jung, Yipene Cedric Francois Bassole, Yunsick Sung, "Physics-informed Neural Network and Momentum Contrastive Learning for Battery State of Health Estimation," Complex & Intelligent Systems, Vol. 12, No. 73, 2026. (SCIE)
2025
Dooho Choi, Yunsick Sung, "PixTention: Dynamic Pixel-Level Adaptor Using Attention Maps," Image and Vision Computing, Vol. 163, No. 105746, 2025. (SCIE, Q1)
Shuyu Li, Yunsick Sung, "Type-based Mixture of Experts and Semi-Supervised Multi-task Pre-training for Symbolic Music," Expert Systems with Applications, Vol. 292, No. 128613, 2025. (SCIE, Q1)
Sungwoo Kim, Yongjin Lee, Yunsick Sung, “Enhancing Safety of Vision-Language Reasoning through Model-to-Model Deliberation,” Complex & Intelligent Systems, Vol. 11, No. 464, 2025. (SCIE, Q1)